Discover Awesome MCP Servers

SIBI

MCP server that analyzes interpersonal disputes and provides a fault ratio based on facts, emotions, context, and relationship dynamics.

basic-mcp-calculator-server

A simple MCP server that provides basic calculator operations such as add, subtract, multiply, and divide.

MyDocsMCP

MCP server that enables semantic search over local PDF collections using local RAG, with automatic indexing of new documents.

EyeLevel RAG MCP Server

A local Retrieval-Augmented Generation system that enables users to ingest markdown files into a FAISS-powered vector knowledge base for semantic search. It provides tools for document indexing and context retrieval to support informed LLM queries without external dependencies.

Sample MCP Server

AI assistant application that integrates FastMCP server with MongoDB Atlas knowledge base, enabling direct MCP tool calling for document search and retrieval through a complete REST API.

Weather MCP Server

Enables real-time weather queries for 12 major Chinese cities and global locations using the wttr.in API. Built on the HelloAgents framework with no API key required.

MCP Router

A service discovery and proxy for MCP servers that enables registration, discovery, and execution of tools on remote MCP servers. Uses vector-based similarity search through Alibaba Cloud services to intelligently route requests to appropriate MCP services.

playwright-archive-mcp

MCP server that drives a headless or interactive Playwright browser and records every HTTP request/response into a shared web-archive store, making captured traffic searchable.

System Information MCP Server

Provides real-time system metrics and information through a Model Context Protocol interface, enabling access to CPU usage, memory statistics, disk information, network status, and running processes.

coppeliasim-mcp

An MCP server that lets Claude Code or any MCP client drive a running CoppeliaSim 4.10 simulation--building scenes, moving objects, creating joints and proximity sensors, running simulations, and reading sensors--without exposing arbitrary Lua execution.

weavatrix-online

Provides an online MCP overlay for Weavatrix Cloud and Enterprise, enabling sync, advisory refresh, and architecture contract pull with explicit confirmation.

paper-trader-mcp

A simulation-only MCP server for recording US-equity order intents and estimating outcomes from historical Alpaca NBBO quotes, without placing live orders.

Kalshi MCP Server

Self-hosted MCP server for trading on Kalshi prediction markets via DFlow on Solana, enabling account management, market discovery, trading, swaps, transfers, and redemption.

oracle-taleo-jobs-api

Enables pulling public Oracle Fusion Recruiting and Taleo career-site job postings as structured JSON, including locations, skills, pay ranges, and apply URLs. It also supports career-site discovery, scheduled new-posting monitoring, and Markdown output for AI assistants.

GitHub MCP Lightweight

Provides efficient bulk analysis of GitHub issues and pull requests with 90%+ smaller responses than full GitHub API by returning only essential fields (id, url, title, body, comments).

GitMCP

Transforms any GitHub repository into a documentation hub for AI assistants, enabling access to up-to-date documentation and code to eliminate hallucinations. Supports repository-specific and dynamic endpoints with smart search capabilities.

Arcs-MCP

A multi-platform one-click article publishing tool for MCP Service.

WeCom MCP Server

Enables AI agents to send messages, query contacts, and manage message history for WeCom (WeChat Work) self-built applications via the Model Context Protocol.

EndpointOps-MCP

MCP server for managing Microsoft Intune and Entra ID via the Microsoft Graph API, offering 34 tools for device, app, compliance, security, identity, and reporting operations.

TDM MCP Server

Enables AI agents to perform local session-state checks for TDM, helping decide whether to continue, fuel, sweep, or connect the wallet.

misp-mcp

An MCP server that enables LLMs to interact with MISP for threat intelligence sharing, IOC lookups, and event management. It provides tools for investigating indicators, discovering correlations, and exporting intelligence in formats like STIX and Suricata.

gnomAD MCP Server

Enables AI assistants to query genetic variant data, gene constraints, and population genetics information from the gnomAD (Genome Aggregation Database) through its GraphQL API. Supports searching for genes and variants, retrieving constraint scores, analyzing population frequencies, and accessing genomic coverage data.

Real Estate MCP Server

Enables structured real estate workflows including property search, agent/client management, market intelligence, mortgage calculations, valuation, investment analysis, and document ingestion, with offline-first capabilities and optional live data integrations.

finanze-mcp

Enables AI assistants to read and query a Finanze self-hosted portfolio manager using natural language, including net worth, positions, and financial calculations.

agent-memex

Free, persistent memory layer for AI agents, enabling storage and semantic search of memories via MCP or REST.

quantum-resource-estimator

Estimates physical quantum resources (qubit count, runtime) for quantum algorithms on fault-tolerant hardware through natural language queries.

saq-mcp

A Model Context Protocol server for SAQ.com that enables searching wines and spirits, tracking new arrivals, monitoring restocks, and filtering alerts by geographic area from any MCP-compatible client.

Chains API

Enables AI assistants to query blockchain chain data, including chain details, RPC endpoints, and chain relationships, through a Model Context Protocol server.

Azure AI Vision Face API MCP Server

Enables face detection and recognition in Agentic AI workflows using Azure Face API, supporting attribute detection, image comparison, and face recognition.

glp1forum-mcp

MCP server that searches and reads https://glp1forum.com (a XenForo forum) via system curl, providing tools for full-text search, thread reading, image downloads, and forum browsing without any API keys.